AI visibility platform

Be the brand Perplexityrecommends

See every prompt your buyers ask AI, where you rank against competitors, and exactly what to publish this week to win.

7-days free trial

app.trace.dev / luminary-seo / notion / overview
Live · updated 12s ago
Luminary SEO / Notion / Overview
Visibility trend How often AI mentions each brand in category prompts
Notion
72%
▲ 15.83
SOV
65%
— 0.00
Avg position
1.1
▲ 0.07
Sentiment
62/100
▲ 1
100 75 50 25 d-29 d-22 d-15 d-8 d-0 Apr 26 · 09:14 Notion · 72%
2,847 responses analyzed 51 prompts 7 topics 5 models
69,341 citations processed Next refresh in 9h 42m
Top brands in category Ranked by visibility in AI responses this week
Brand Vis Δ SOV Δ Sent Pos
1 NotionYOUnotion.so 72% +15.83 65% −3.00 68 1.6
2 Airtableairtable.com 62% +4.03 54% 0.00 68 1.4
3 ClickUpclickup.com 40% +3.38 30% −1.00 64 2.0
4 Codacoda.io 39% +1.54 31% +3.00 66 1.7
5 Asanaasana.com 31% +0.65 20% +2.00 62 2.3
6 Obsidianobsidian.md 31% +9.99 14% −3.00 56 3.2
7 Mondaymonday.com 29% +0.85 16% −2.00 60 2.6
8 Trellotrello.com 22% +0.40 11% −0.50 58 3.4
9 Basecampbasecamp.com 18% −1.10 9% 0.00 61 3.7
10 Linearlinear.app 15% +2.20 7% +1.00 59 4.1
11 Confluenceatlassian.com 11% −0.80 5% −1.00 55 4.6
12 Roamroamresearch.com 8% −0.30 3% 0.00 52 5.0
Source intelligence Where AI looks for answers in your category
Open source intelligence →
Top domains retrieved Most cited domains in AI responses
DomainTypeShare %CitationsResponses
rreddit.com/r/productivityCommunity12.4%1,287412
gg2.comReview9.1%947298
nnotion.soCorporate8.0%831274
aairtable.comCorporate6.9%718241
ynews.ycombinator.comCommunity6.1%632219
ccapterra.comReview5.2%541198
Source mix Domain types · 10,383 total citations
Corporate61%
Community18%
Review11%
Editorial6%
Other4%

How it works

From prompt to proof — in four steps.

STEP 1

Discover

We mine the real questions your buyers ask ChatGPT, Claude, Gemini, Perplexity, and AI Overviews. Sorted by volume, ranked by relevance — so you know which conversations actually drive your category.

ChatGPT 5 Discovered across 4 engines
+ Best CRM for early-stage startups? 336K
+ How do startups manage cash, runway, and spend in one place? 222K
+ Best email marketing tool for SaaS? 198K
+ Is there a single platform to manage banking, cards, and payments? 87K
+ 308 more prompts discovered this month AI-mined · sorted by volume
STEP 2

Analyze

See where your brand appears, how you rank against competitors, what AI says about you, and which sources it cites to form its answer. Daily refresh across every model.

Nike — running shoes · live prompt monitor
4 models · daily
Prompt
Visibility
SoV
Position
Sentiment
Q01"Best running shoes for marathon training"
22%
9%
#6of 8
+0.10
Q02"Top stability shoes for flat-footed runners"
14%
5%
#7of 9
−0.18
Q03"Most comfortable everyday running shoes 2026"
48%
22%
#3of 7
+0.42
Q04"Best Nike running shoes for beginners"
94%
68%
#1of 5
+0.61
Q05"Lightweight trainers for tempo runs"
36%
14%
#4of 8
+0.28
Q06"Carbon plate racing shoes ranked"
19%
7%
#5of 6
+0.05
+ 312 more prompts tracked daily
ChatGPT · Gemini · Perplexity · Google AI
STEP 3

Act

Get specific recommendations every week. Content to publish. Pages to fix. Sources to pitch. Each one tied to a measurable visibility lift.

Gap from your dashboard
Recommended action
Do it
Q02 · Visibility 14% "Top stability shoes for flat-footed runners"
Publish guide: "Best Nike running shoes for flat-footed runners"
covers 4 uncovered prompts · 2-week production · +14 pts projected
Q01 · Visibility 22% "Best running shoes for marathon training"
Pitch Runner's World "Best stability shoes 2026" — get Nike featured
cited in 7 high-volume prompts · pitch deadline 2/15 · +11 pts projected
Q06 · Visibility 19% "Carbon plate racing shoes ranked"
Engage r/running thread "marathon shoe recs"
8.2k upvotes · top result for 6 prompts · +8 pts projected
Q05 · Visibility 36% "Lightweight trainers for tempo runs"
Update Pegasus 41 product page — add tempo & speedwork keywords
indexed by 3 of 4 models · 2-day fix · +5 pts projected
Q03 · Visibility 48% "Most comfortable everyday running shoes 2026"
Comment on Strava blog "Best races for Vaporfly"
moderate authority · 2 prompts uncovered · +3 pts projected
STEP 4

Measure

Track citation growth, visibility share, and AI-driven traffic. Connect Google Analytics, Search Console, and HubSpot to tie AI presence to revenue.

Citation growth · Nike · all engines
Last 12 weeks · daily
160 120 80 40 W1 W4 W8 W12
ChatGPT · +60% citations Gemini · +52% citations Presence: 24% → 42% (+18 pts)
Tie AI lift to revenue — connect:

Everything you need to win AI visibility — in one platform.

Buyer prompts · ChatGPT, Gemini, Perplexity, Claude
+"Best CRM for early-stage startups?"336K
+"How do startups manage cash, runway, and spend in one place?"222K
+"Best email marketing tool for SaaS?"198K
+"Single platform to manage banking, cards, payments?"87K
+ 308 more prompts discovered this month AI-mined · sorted by volume
Visibility by engine · last 30 days
ChatGPT 72% ▲ 4.2
Perplexity 65% ▲ 1.8
Gemini 48% ▼ 0.6
Claude 41% ▲ 2.1
AI Overviews 34% — 0.0
Mentions · SoV · Position · Sentiment tracked daily 5 engines · all monitored
Competitive benchmark · category leaders
Notion (you) 72% ▲ 4.2
Airtable 62% ▲ 4.0
ClickUp 46% ▲ 1.5
Coda 39% ▲ 1.5
Asana 31% ▲ 0.65
5 of 12 competitors shown — track unlimited Where you win · where you lose
Top sources · cited across AI engines
01reddit.comCommunity1,287
02g2.comReview947
03notion.soCorporate831
04news.ycombinator.comCommunity632
05capterra.comReview541
10,383 total citations across category Domain types · Community 18% · Review 11%
Recommended actions · highest projected lift
Owned Publish guide: "Best Nike running shoes for flat-footed runners" +14 pts
Earned Pitch review: Coverage on TechCrunch, The Verge +9 pts
Owned Update Pegasus 41 page: add tempo & speedwork keywords +5 pts
Earned Engage: r/RunningShoeGeeks thread on stability shoes +3 pts
4 of 18 actions shown — sorted by projected lift Owned · Earned · Off-page
Citation growth · last 12 weeks
Visibility72%▲ 18 pts
Citations10,383▲ 60%
AI traffic42%▲ 18 pts
+60% citations · +52% AI traffic over 12 weeks Tied to revenue via GA, HubSpot, Salesforce

AI is where your customers search now. See exactly what they're asking — and where you stand.

Tracking 1.2M+ buyer prompts every month for marketing teams at DTC brands, SaaS companies, and agencies.

What's the best CRM for startups? Best project management tools for remote teams? Which espresso machine should I buy for home? Shopify vs WooCommerce for small business? What's the best mattress for back pain? Top cybersecurity platforms for enterprise? Best accounting software for freelancers? What's the best CRM for startups? Best project management tools for remote teams? Which espresso machine should I buy for home? Shopify vs WooCommerce for small business? What's the best mattress for back pain? Top cybersecurity platforms for enterprise? Best accounting software for freelancers?
HubSpot vs Salesforce — which is better? Best PM tool for remote teams in 2026? What VPN do security experts recommend? Best email marketing platform for e-commerce? Notion vs Monday.com for team collaboration? What skincare brand is best for sensitive skin? Best cloud hosting for SaaS products? HubSpot vs Salesforce — which is better? Best PM tool for remote teams in 2026? What VPN do security experts recommend? Best email marketing platform for e-commerce? Notion vs Monday.com for team collaboration? What skincare brand is best for sensitive skin? Best cloud hosting for SaaS products?
What's the best travel credit card right now? Slack vs Microsoft Teams for startups? Best home security system for apartments? Which AI writing tool is most accurate? Best noise-canceling headphones under $300? What ERP system do mid-size companies use? Best protein powder for muscle recovery? What's the best travel credit card right now? Slack vs Microsoft Teams for startups? Best home security system for apartments? Which AI writing tool is most accurate? Best noise-canceling headphones under $300? What ERP system do mid-size companies use? Best protein powder for muscle recovery?

What marketers are saying.

Trace showed us we were invisible on ChatGPT. Within 6 weeks of following their recommendations, we went from 0 mentions to being the #2 recommended brand in our category.

S
Sarah Chen
VP Marketing · DTC Brand

We use Trace for every client now. The content gap analysis alone has driven a 3× increase in AI visibility for our agency's portfolio. It's become indispensable.

M
Marcus Rivera
Founder · SEO Agency

The earned media opportunities Trace surfaces are incredibly actionable. We pitched 4 sources it recommended and 3 resulted in citations that directly improved our AI ranking.

L
Laura Kim
Head of Content · SaaS Startup

Common questions.

How does Trace track AI visibility?
Trace automatically queries every major AI engine (ChatGPT, Perplexity, Gemini, AI Overviews, Grok, Claude) with prompts relevant to your industry — daily. We analyze responses to measure how often your brand is mentioned, sentiment, and your ranking position relative to competitors.
How long does it take to see results?
You'll see your first visibility data within minutes of setup. Most brands see measurable improvements in AI visibility within 4–8 weeks of acting on Trace's recommendations — creating the right content and targeting the right sources.
What makes Trace different from traditional SEO tools?
Traditional SEO tools track Google rankings. Trace tracks how AI engines recommend your brand — a fundamentally different signal. AI engines don't just rank links, they synthesize information and make recommendations. Trace helps you influence those recommendations through our Analytics → Action → Growth framework.
How often is the data refreshed?
Trace runs queries daily across all AI platforms, so your dashboard is always up to date. You'll get real-time alerts when there are significant changes in your visibility or competitive position.
Can I track competitors?
Yes — Trace lets you benchmark against unlimited competitors (on Growth and Agency plans). See exactly how your visibility, sentiment, and position compare across every AI engine, updated daily.
Do you offer agency plans?
Yes — our Agency plan lets you track up to 10 brands with white-label reports, API access, and multi-user seats. We also have a partner program for agencies who want to offer Trace as part of their service.

Leave your trace.
Start today.

Your competitors are already tracking their AI visibility. Don't fall behind.

✓ Free 7-day trial ✓ Cancel anytime ✓ Setup in 3 minutes
Brand direction
↗ See v1 (dark terminal)